Application of Artificial Intelligence on MNIST Dataset for Handwritten Digit Classification for Evaluation of Deep Learning Models

Akinsola, Jide Ebenezer Taiwo; Olatunbosun, Micheal Adeolu; Olaniyi, Ifeoluwa Michael; Adeagbo, Moruf Adedeji; Olajubu, Emmanuel Ajayi; Aderounmu, Ganiyu Adesola

doi:10.56578/ataiml040305

PublishedJournal article· Acadlore Transactions on AI and Machine Learning· 25 September 2025

Application of Artificial Intelligence on MNIST Dataset for Handwritten Digit Classification for Evaluation of Deep Learning Models

Akinsola, Jide Ebenezer TaiwoORCID of Akinsola, Jide Ebenezer Taiwo (opens in a new tab)
Olatunbosun, Micheal AdeoluORCID of Olatunbosun, Micheal Adeolu (opens in a new tab)
Olaniyi, Ifeoluwa MichaelORCID of Olaniyi, Ifeoluwa Michael (opens in a new tab)
Adeagbo, Moruf Adedeji ORCID of Adeagbo, Moruf Adedeji (opens in a new tab)
Olajubu, Emmanuel AjayiORCID of Olajubu, Emmanuel Ajayi (opens in a new tab)
Aderounmu, Ganiyu AdesolaORCID of Aderounmu, Ganiyu Adesola (opens in a new tab)

DOI: 10.56578/ataiml040305

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Keywords and topics

Machine learning

Cite this

Akinsola, J. E. T., Olatunbosun, M. A., Olaniyi, I. M., Adeagbo, M. A., Olajubu, E. A., & Aderounmu, G. A. (2025). Application of Artificial Intelligence on MNIST Dataset for Handwritten Digit Classification for Evaluation of Deep Learning Models. Acadlore Transactions on AI and Machine Learning, 4(3), 219–234. https://doi.org/10.56578/ataiml040305

BibTeX

@article{Akinsola2025Application,
	author = {Akinsola, Jide Ebenezer Taiwo and Olatunbosun, Micheal Adeolu and Olaniyi, Ifeoluwa Michael and Adeagbo, Moruf Adedeji and Olajubu, Emmanuel Ajayi and Aderounmu, Ganiyu Adesola},
	journal = {Acadlore Transactions on AI and Machine Learning},
	doi = {10.56578/ataiml040305},
	number = {3},
	year = {2025},
	month = {sep 25},
	pages = {219--234},
	title = {Application of {Artificial} {Intelligence} on {MNIST} {Dataset} for {Handwritten} {Digit} {Classification} for {Evaluation} of {Deep} {Learning} {Models}},
	volume = {4},
}